Stain Interventions as Pipeline-Dependent Components: Workflow, Metric, and Reference Sensitivity in Cross-Dataset Nuclei Instance Segmentation

Frozen per-image evaluation records, threshold provenance, final statistical outputs, analysis manifest, independent verification script, recovered and reconstructed preprocessing code with tests, environment locks and provenance manifests supporting the manuscript. Source histology images are not redistributed.